Phase-field modeling of grain evolutions in additive manufacturing from nucleation, growth, to coarsening

M Yang, L Wang, W Yan - Npj Computational Materials, 2021 - nature.com
A three-dimensional phase-field model is developed to simulate grain evolutions during
powder-bed-fusion (PBF) additive manufacturing, while the physically-informed temperature …

Direct numerical simulation of mechanical response in synthetic additively manufactured microstructures

TM Rodgers, JE Bishop… - Modelling and Simulation …, 2018 - iopscience.iop.org
Additive manufacturing (AM) processes for metals can yield as-built microstructures that vary
significantly from their cast or wrought counterparts. These microstructural variations can in …

Melt pool geometry simulations for powder-based electron beam additive manufacturing

B Cheng, K Chou - 2013 - repositories.lib.utexas.edu
It is known that the melt pool geometry and dynamics strongly affect the build part properties
in metal-based additive manufacturing (AM) processes. Thus, process temperature …

Review on computational modeling of process–microstructure–property relationships in metal additive manufacturing

T Gatsos, KA Elsayed, Y Zhai, DA Lados - Jom, 2020 - Springer
Metal additive manufacturing (AM) is an emerging technology with great potential for the
fabrication of components with highly complex shapes at low cost. Its broad implementation …

A data-driven approach for process optimization of metallic additive manufacturing under uncertainty

Z Wang, P Liu, Y Xiao, X Cui… - Journal of …, 2019 - asmedigitalcollection.asme.org
The presence of various uncertainty sources in metal-based additive manufacturing (AM)
process prevents producing AM products with consistently high quality. Using electron beam …

Meso-scale modeling of multiple-layer fabrication process in selective electron beam melting: inter-layer/track voids formation

W Yan, Y Qian, W Ge, S Lin, WK Liu, F Lin, GJ Wagner - Materials & Design, 2018 - Elsevier
Abstract Selective Electron Beam Melting (SEBM) is a promising powder-based metallic
Additive Manufacturing (AM) technology. However, most powder-scale modeling efforts are …

Phase field simulation of powder bed-based additive manufacturing

LX Lu, N Sridhar, YW Zhang - Acta Materialia, 2018 - Elsevier
Quality control in parts built layer-by-layer via Additive Manufacturing (AM) process is still a
challenge since critical features, such as the control in porosity, residual stress and …

Effect of build geometry on the microstructural development of 316L parts produced by additive manufacturing

A Leicht, U Klement, E Hryha - Materials Characterization, 2018 - Elsevier
Additive manufacturing (AM) technology has shown great potential in manufacturing
complex products, such as lattice structures without extensive tooling. The focus of this study …

Optimizing the cellular automata finite element model for additive manufacturing to simulate large microstructures

K Teferra, DJ Rowenhorst - Acta materialia, 2021 - Elsevier
This study proposes an implementation of the cellular automata finite element (CAFE) model
in order to optimize its performance for simulating the solidification of additively …

Modeling of Ti-W solidification microstructures under additive manufacturing conditions

MR Rolchigo, MY Mendoza, P Samimi, DA Brice… - … Materials Transactions A, 2017 - Springer
Additive manufacturing (AM) processes have many benefits for the fabrication of alloy parts,
including the potential for greater microstructural control and targeted properties than …